Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
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AccessDiscover exposed Worker API Endpoint
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DeliveryCraft resource-intensive request payload
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ExploitSend to api_generate function
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ExecutionTrigger excessive resource consumption
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PersistDegrade service availability
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ImpactAchieve denial of service
Vulnerability Assessment
| Weakness |
CWE
OWASP Top 10:2025
A06:2025 - Insecure Design
ASVS 5.0
V2 - Validation and Business Logic Resource consumption limits
MITRE ATT&CK
1 technique across 1 tactic: Impact The technique list with ATT&CK links and the kill-chain view is part of the Basic plan and up. |
| Exploitation Conditions | Remote attackers can exploit this vulnerability without authentication or user interaction against any FastChat deployment exposing the Worker API Endpoint on a network-accessible interface. The vulnerability is triggered by sending manipulated requests to the api_generate function; no special FastChat configuration, feature enablement, or non-standard deployment mode is required - default installations are vulnerable. Exploitation is limited by the fact that most modern load balancers and reverse proxies implement default rate limiting or request queue management, which may naturally throttle the attack, and by the requirement for sustained or repeated requests to exhaust resources, as single requests cannot instantaneously cause denial of service in well-architected systems. |
| Impact | Multiple signals present conflicting risk profiles. CVSS 4.0 with a low severity rating (VA:L - partial availability impact) contrasts with the public exploit availability (E:P), suggesting this is a real but limited-scope threat. The attack requires no authentication (PR:N) or user interaction (UI:N), favoring exploitation, yet the EPSS score of 5.5 remains moderate, possibly because resource consumption attacks typically require sustained or repeated requests and are not as immediately impactful as code execution vulnerabilities. The critical limitation is architectural: the patch (commit c9e84b89c91d45191dc24466888de526fa04cf33) addresses only the primary api_generate entry point in base_model_worker.py, while the CVE notes explicitly state 'did miss other entry points.' This means organizations deploying patched versions may remain vulnerable through alternative API endpoints. KEV status is not indicated in the input, suggesting this is not yet listed as actively exploited by CISA, despite public POC availability. Real-world risk depends heavily on whether the organization runs FastChat in a resource-constrained environment or exposes the Worker API to untrusted networks without rate limiting. |
| Exploit ScenarioDerived | An attacker sends a series of specially crafted requests to the Worker API Endpoint's api_generate function, each designed to consume excessive memory or CPU resources. Because the endpoint requires no authentication (PR:N) and allows remote network access (AV:N), the attacker can launch this attack from any network location. Repeated or sustained requests exhaust the FastChat worker's resources, degrading or halting its ability to serve legitimate inference requests, effectively disabling the service. |
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Alert meAnalysisAIv1 – Apr 20, 2026
Resource exhaustion in lm-sys FastChat up to 0.2.36 allows remote attackers to trigger denial of service by sending manipulated requests to the Worker API Endpoint's api_generate function. The vulnerability has publicly available exploit code and is confirmed patched upstream, though the fix in commit c9e84b89c91d45191dc24466888de526fa04cf33 addresses only the primary entry point in base_model_worker.py while missing other vulnerable code paths. EPSS score of 5.5 (CVSS 4.0) indicates low to moderate real-world exploitation probability despite public exploit availability.
RemediationAI
Apply the upstream patch from commit c9e84b89c91d45191dc24466888de526fa04cf33 (referenced in GitHub PR #3835 at https://github.com/lm-sys/FastChat/pull/3835) to address the vulnerability in the api_generate function of base_model_worker.py. However, note that this patch addresses only the primary entry point and does not cover other vulnerable code paths identified in the CVE. After patching, audit alternative API endpoints in the Worker API component for similar resource consumption vulnerabilities. If immediate patching is not possible, implement compensating controls: rate-limit requests to the Worker API Endpoint at the reverse proxy or load balancer level (trade-off: may reduce legitimate high-throughput inference workloads), restrict network access to the Worker API to trusted infrastructure only (trade-off: reduces flexibility in distributed deployments), and monitor system resource utilization (CPU, memory, file descriptors) for anomalous spikes indicating resource exhaustion attempts. Additionally, verify whether newer FastChat versions beyond 0.2.36 have been released with a more comprehensive fix addressing the missed entry points.
Affected VersionsENISA
Affected Packages
Source: OSV (Open Source Vulnerabilities)
Affects your stack
Affects 2 packages in pypi, euvd
Checking this CVE against your own stacks and servers is part of the Basic plan and up.
Technical ContextAI · show details
FastChat is an open-source LLM serving framework that exposes a Worker API Endpoint for distributed inference. The vulnerability resides in the api_generate function of the Worker API component, which processes inference requests. CWE-400 (Uncontrolled Resource Consumption) indicates the vulnerability allows attackers to exhaust system resources such as memory, CPU, or file descriptors through crafted API requests. The attack vector is network-based with low complexity (AC:L), meaning no special network conditions are required. The underlying issue stems from insufficient input validation or rate limiting on the api_generate endpoint, permitting attackers to submit resource-intensive requests without proportional resource accounting or request throttling.
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Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N/E:P
Primary rating from Vendor (VulDB) · only source for this CVE.
CVSS VectorVendor: VulDB
Lifecycle Timeline
4DescriptionCVE.org
A security vulnerability has been detected in lm-sys fastchat up to 0.2.36. This issue affects the function api_generate of the component Worker API Endpoint. The manipulation leads to resource consumption. The attack can be initiated remotely. The exploit has been disclosed publicly and may be used. The identifier of the patch is c9e84b89c91d45191dc24466888de526fa04cf33. It is suggested to install a patch to address this issue. Commit ff66426 patched this issue in api_generate of base_model_worker.py and did miss other entry points.
Threat Intelligence Overview
How this decision was reached
The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.
What every action level means
SSVC AssessmentENISA
Priority Score
Attack Technique
Denial of Service attacks render applications or systems unavailable by overwhelming resources or triggering failure conditions.
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GHSA-5h65-jx66-j7p5
NVD
CVE.org
EPSS
Vulnrichment
VulDB
Exploit-DB